Search Results - solution population techniques

Overview of metaheuristic: classification of population and trajectory by Zainul Rashid, Zarina

“…One of the classifications is population vs. trajectory. In this paper, several algorithm techniques based on population and trajectory characteristics are discussed. …”
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Obesity prevention: Comparison of techniques and potential solution by Zulkepli Hew, Jafri, Zainal Abidin, Norhaslinda, Zabidi, Nerda Zura

“…Over the years, obesity prevention has been a broadly studied subject by both academicians and practitioners.It is one of the most serious public health issue as it can cause numerous chronic health and psycho social problems.Research is needed to suggest a population-based strategy for obesity prevention.In the academic environment, the importance of obesity prevention has triggered various problem solving approaches.A good obesity prevention model, should comprehend and cater all complex and dynamics issues.Hence, the main purpose of this paper is to discuss the qualitative and quantitative approaches on obesity prevention study and to provide an extensive literature review on various recent modelling techniques for obesity prevention.Based on these literature's, the comparison of both quantitative and qualitative approaches are highlighted and the justification on the used of system dynamics technique to solve the population of obesity is discussed.Lastly, a potential framework solution based on system dynamics modelling is proposed.…”
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Improved elitist genetic algorithm for reactive power planning in power system / Mohamad Fadhil Mohd Kamal by Mohd Kamal, Mohamad Fadhil

“…The EGA ensures the quality of the solution never deteriorates as the generations progress since the fittest solution of the current population is duplicated in the subsequent generations. …”
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Automated density and growth estimation in precision aquaculture systems for prawn cultivation using computer vision techniques by Chong, Xiao Wei

“…To address these challenges, this project proposes an innovative solution that leverages computer vision and machine learning techniques. …”
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A novel clustering based genetic algorithm for route optimization by Aibinu, Abiodun Musa, Salau, Habeeb Bello, Najeeb, Athaur Rahman, Nwohu, Mark Ndubuka, Akachukwu, Chichebe

“…It was also observed that the introduction of clustering based selection algorithm guaranteed the selection of cluster with the optimal solution in every generation. In addition, the introduction of dynamic population control with polygamy selection processes enabled fast convergence to optimal solution and diversity in the population respectively.…”
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Effect of Population Size for DG Installation using EMEFA by S. R. A., Rahim, Ismail, Musirin, M. M., Othman, M. H., Hussain, M. H., Sulaiman, A., Azmi

“…Assessment on its performance with respect to other optimization techniques revealed that the proposed technique is superior in terms fast convergence and achieving more accurate solution, validated on a chosen IEEE Reliability Test System.…”
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Fuzzy lifetime in genetic algorithm against premature convergence by Mohammad Jalali, Varnamkhasti, Lai, Soon Lee, Mohd Rizam, Abu Bakar, Nawfal, A. Mehdy

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Population analysis in aspect of specifying suitable property area using data driven documents (D3) data visualization technique / Mohd Asyraf Md Surani by Md Surani, Mohd Asyraf

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Application of multistage artificial immune system for solving unit commitment / Nazlan Azizi Abd Aziz by Abd Aziz, Nazlan Azizi

“…An initial population of first solution is generated at random. …”
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Neuro-fuzzy genetic algorithm by Varnamkhasti, Mohammad Jalali, Lee, Lai Soon

“…Premature convergence is a classical problem in finding optimal solution in Genetic Algorithms (GAs). The population diversity is a way of avoiding the premature convergence in a GA. …”
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Performance evaluation of Black Hole Algorithm, Gravitational Search Algorithm and Particle Swarm Optimization by Zuwairie, Ibrahim, Mohamad Nizam, Aliman, Fardila, Naim, Sophan Wahyudi, Nawawi, Shahdan, Sudin

“…Particle Swarm Optimization (PSO) and Gravitational Search Algorithm are a well known population-based heuristic optimization techniques. …”
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Metaheuristic techniques for conformational search by Lim, Siew Mooi, Sulaiman, Md. Nasir, Mustapha, Norwati, Md. Sultan, Abu Bakar

“…These population-based probabilistic techniques explore conformational space by random perturbation of atomic Cartesian coordinates or the torsion angles of rotatable bonds. …”
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Optimal distribution system reconfiguration incorporating distributed generation based on simplified network approach / Mohammad Al Samman by Mohammad , Al Samman

“…Then, the simplified network is utilized for guided initializations and generations of the population as well as for the proper population’s codification. …”
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A study of the homotopy perturbation method in solving fisher’s equation / Muhammad Firdaus Sahim, Muhammad Hanif Mohd Dul Wan Ghazali and Isma Aliesya Iskandar by Sahim, Muhammad Firdaus, Mohd Dul Wan Ghazali, Muhammad Hanif, Iskandar, Isma Aliesya

“…By contrasting it with current numerical techniques and exact solutions when available, the convergence and accuracy of the HPM solution are evaluated. …”
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Prioritizing emergency management phases in elementary schools: A case study using technique for order of preference by similarity to ideal solution (TOPSIS) by Adlin Adriana, Zulkipli, Diannita, Rindang, Al Khowwas, Ibrahim, Mohd Najib, Yacob, Azizan, Ramli

“…The method used is The Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS). …”
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Comparing means of two non-homogeneous normal populations by Abd Rahman, Mohd Nawi

“…An application on the proposed technique using an experimental data is given.…”
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Differential transformation method (DTM) for solving SIS and SI epidemic models by M.Z. Ahmad, D. Alsarayreh, A. Alsarayreh, Qaralleh, I.

“…In this paper, the differential transformation method (DTM) is employed to find the semi-analytical solutions of SIS and SI epidemic models for constant population. …”
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Customer profiling-based optimal load shaving solution using evolutionary programming technique / Muhammad Ezzad Zaqwan Zainudin by Zainudin, Muhammad Ezzad Zaqwan

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Enhanced Harris's Hawk algorithm for continuous multi-objective optimization problems by Yasear, Shaymah Akram

“…The population update strategy calculates a new position of hawks based on the flush-and-ambush technique of Harris’s hawks, and selects the best hawks based on the non-dominated sorting approach. …”
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Solving economic load dispatch using immune evolutionary programming (IEP) optimization technique by Raja Muhammad Safarin Raja Kechek